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NMS is not working correctly, since the detections fed in are not sorted:
in nms/path_nms.py line 49:
nms.gpu_nms(keep, num_out, dets_temp, thresh)
the unordered 'dets_temp' are fed in instead of the ordered 'dets'.
This is solvable by either changing line 43 to :
dets_temp = dets_temp[order].contiguous()
or just getting rid of the dets_temp and feeding in dets, since NMS should be rotation invariant.